Scene text localization using gradient local correlation

Proceedings of the International Conference on Document Analysis and Recognition, ICDAR

Volumn , Issue , 2013, Pages 1380-1384

  Bai, Bo ^a   Yin, Fei ^a   Liu, Cheng Lin ^a  

^a INSTITUTE OF AUTOMATION   (China)

Author keywords

[No Author keywords available]

Indexed keywords

CHARACTER SIZES; CONFIDENCE MAPS; CONNECTED COMPONENT; GRADIENT DIRECTION; HIGH CONFIDENCE; LOCAL CORRELATIONS; STROKE WIDTHS; SVM CLASSIFIERS;

CHARACTER RECOGNITION;

EID: 84889560762     PISSN: 15205363     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDAR.2013.279     Document Type: Conference Paper

References (19)

1. J. Liang, D. Doermann, H. Li, "Camera-based analysis of text and documents: a survey", Int'l. Journal on Document Analysis and Recognition, vol. 7, pp. 83-200, 2005.
2. S. M. Lucas, A. Panaretos, L. Sosa, A. Tang, S. Wong, R. Young, "ICDAR 2003 Roubut Reading Competitions", Proc. Seventh Int'l. Conf. on Document Analysis and Recognition (ICDAR), 2003, pp. 682-687.
3. S. Lucas, "CDAR 2005 text locating competition results", Proc. Eighth Int'l. Conf. on Document Analysis and Recognition (ICDAR), 2005, pp. 80-84.
4. A. Shahab, F. Shafait, A. Dengel, "ICDAR 2011 robust reading competition challenge 2 : Reading text in scene images", Proc. 11th Int'l. Conf. on Document Analysis and Recognition (ICDAR), 2011, pp. 1491-1496.
5. K. Jung, K. I. Kim, A. K. Jain, "Text information extraction in images and video: a survey," Pattern Recognition, vol. 37, pp. 977-997, 2004.
6. K. I. Kim, K. Jung, J. H. Kim, "Texture-based approach for text detection in images using support vector machines and continuously adaptive mean shift slgorithm", IEEE Trans. Pattern Analysis and Machine Intelligence, 25(12): 1631-1639, 2003.
7. J. Matas, O. Chum, M. Urban, T. Pajdla, "Robust wide baseline stereo from maximally stable extremal regions", Proc. British Machine Vision Conference (BMVC), 2002, pp. 384-393.
8. L. Neumann, J. Matas, "Real-time scene text localization and recognition", Proc. Int'l. Conf. on Computer Vision and Pattern Recogintion (CVPR), 2012, pp. 3538-3545.
9. Y.-F. Pan, X. W. Hou, C.-L. liu, "A hybrid approach to detect and localize texts in natural scene images", IEEE Trans. Image Processing, vol. 20, pp. 800-813, 2011.
10. C. Jung, Q. Liu, J. Kim, "A stroke filter and its application to text localization", Pattern Recognition Letters, 30(2): 114-133, 2009.
11. B. Epshtein, E. Ofek, Y. Wexler, "Detecting text in natural scenes with stroke width transform," Proc. Int'l. Conf. on Computer Vision and Pattern Recogintion (CVPR), 2010, pp. 2963-2970.
12. B. Bai, F. Yin, C. L.-Liu, "A fast stroke-based method for text detection in video", Proc. IAPR Workshop on Document Analysis Syetems (DAS), 2012, pp. 69-73.
13. T. Kobayashi, N. Otsu, Image feature extraction using gradient local auto-correlation, ECCV 2008, Part I, LNCS Vol. 5302, 2008, pp. 346-358.
14. X.-Q. Liu, J. Samarababdu, "Multiscale edge-based text extraction from complex images," Proc. Int'l. Conf. on Multimedia and Expo (ICME), 2006, pp. 1721.
15. N. Cristianini, J. Shawe-Taylor, "An introduction to support vector machines", Cambridge University Press, March 2000.
16. N. Dalal, B. Triggs, "Histograms of oriented gradients for human detection", Proc. IEEE Conf. Information Technology and Applications, 2005, volume 1, pp. 680-685.
17. C.-L. Liu, K. Nakashima, H. Sako, H. Fujisawa, "Handwrittern digital recognition: Benchmarking of state-of-The-art techniques", Pattern Recognition, pp. 2271-2285, 2003.
18. C. Yao, X. Bai, W, Liu, Y. Ma, Z. Tu, "Detecting texts of arbitrary orientations in natural images", Proc. Int'l. Conf. on Computer Vision and Pattern Recogintion (CVPR), 2012, pp. 1083-1090.
19. http://algoval. essex. ac. uk/icdar/Datasets. html.